{"id":"W4382403081","doi":"10.3390/microorganisms11071674","title":"Linking Groundwater to Surface Discharge Ecosystems: Archaeal, Bacterial, and Eukaryotic Community Diversity and Structure in Quebec (Canada)","year":2023,"lang":"en","type":"article","venue":"Microorganisms","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Groupe de recherche interuniversitaire en limnologie; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Groundwater recharge; Surface water; Groundwater; Ecology; Ecosystem; Environmental science; Aquifer; Aquatic ecosystem; Hyporheic zone; Subsurface flow; Habitat; Biodiversity; Biology; Geology; Environmental engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002127906,0.0002108732,0.0001982984,0.001161098,0.001544369,0.001033387,0.0003858237,0.0002273631,0.001674925],"category_scores_gemma":[0.0004499802,0.0001146896,0.0001362438,0.002278944,0.0005647735,0.000213636,0.0004143228,0.0002392483,0.0001407947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01530901,"about_ca_system_score_gemma":0.0117766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931824,"about_ca_topic_score_gemma":0.9973288,"domain_scores_codex":[0.9997504,0.00001625201,0.000008036003,0.00005764289,0.000083697,0.00008402146],"domain_scores_gemma":[0.9996157,0.00002549103,0.00004836822,0.00000644936,0.0002247411,0.00007923976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000142911,0.0000455553,0.9292291,0.0001560712,0.00006448475,0.0002304501,0.003124421,0.0007301716,0.01650739,0.000329748,0.001712888,0.0477268],"study_design_scores_gemma":[0.000003261573,0.00001499332,0.9956074,0.00002363764,0.0000119534,0.00003896111,0.001316998,0.0004494559,0.0005002817,0.00002598636,0.001998334,0.000008739375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947165,0.0009226913,0.0002983439,0.0001850321,0.000004144857,0.0000161103,0.001894568,0.0000169081,0.001945775],"genre_scores_gemma":[0.9962541,0.0004334126,0.0005001896,0.00008058574,0.000002071646,0.000008636676,0.0009666325,0.000004557536,0.001749876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01530901,"threshold_uncertainty_score":0.1110752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176993855878553,"score_gpt":0.1958607528609462,"score_spread":0.1840908143021607,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}